Real ChatGPT answer · index seedyEKyxjCwZfIcompleteTelecom and utilities · energy efficiencycommercial
Can you give me a straightforward comparison of the top three solar shingle roof brands for homeowners who want a clean aesthetic
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you give me a straightforward comparison of the top three solar shingle roof brands for homeowners who want a clean aesthetic
1 real search · 1 real-search pass
2026 best solar shingle roof brands Tesla Solar Roof GAF Timberline Solar CertainTeed Apollo II aesthetics availability warranty costGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 best solar shingle roof brands Tesla Solar Roof GAF Timberline Solar CertainTeed Apollo II aesthetics availability warranty cost Google ↗
- Tesla Solar Roof website · tesla.com
- CertainTeed website · certainteed.com
- Solar Shingles: Is The Look Worth The Price? · energysage.com
- Best Solar Shingles: Tesla, GAF, CertainTeed, and Luma Compared · itechguides.com
- GAF Energy: Solar Roofing by GAF · gaf.com